Triple
T1677028
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heckler & Koch |
E36253
|
entity |
| Predicate | founder |
P104
|
FINISHED |
| Object |
Theodor Koch
Theodor Koch was a German engineer and industrialist best known as one of the co-founders of the firearms manufacturer Heckler & Koch.
|
E463115
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Theodor Koch | Statement: [Heckler & Koch, founder, Theodor Koch]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Theodor Koch Context triple: [Heckler & Koch, founder, Theodor Koch]
-
A.
Theodor Jung
Theodor Jung was an American photographer best known for his documentary work during the Great Depression as part of the Farm Security Administration’s historic photography project.
-
B.
Friedrich Wilhelm Zachow
Friedrich Wilhelm Zachow was a German Baroque composer and organist best known as the early music teacher and mentor of George Frideric Handel.
-
C.
Ernst Sagebiel
Ernst Sagebiel was a German architect best known for designing monumental Nazi-era structures, including major airport and government buildings in Berlin.
-
D.
Ludwig Borchardt
Ludwig Borchardt was a German Egyptologist and archaeologist best known for his early 20th-century excavations in Egypt and the discovery of the bust of Nefertiti.
-
E.
Hermann Weingärtner
Hermann Weingärtner was a German gymnast who became one of the most successful competitors at the inaugural modern Olympic Games in 1896, winning multiple medals across several events.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Theodor Koch Triple: [Heckler & Koch, founder, Theodor Koch]
Generated description
Theodor Koch was a German engineer and industrialist best known as one of the co-founders of the firearms manufacturer Heckler & Koch.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Theodor Koch Target entity description: Theodor Koch was a German engineer and industrialist best known as one of the co-founders of the firearms manufacturer Heckler & Koch.
-
A.
Theodor Jung
Theodor Jung was an American photographer best known for his documentary work during the Great Depression as part of the Farm Security Administration’s historic photography project.
-
B.
Friedrich Wilhelm Zachow
Friedrich Wilhelm Zachow was a German Baroque composer and organist best known as the early music teacher and mentor of George Frideric Handel.
-
C.
Ernst Sagebiel
Ernst Sagebiel was a German architect best known for designing monumental Nazi-era structures, including major airport and government buildings in Berlin.
-
D.
Ludwig Borchardt
Ludwig Borchardt was a German Egyptologist and archaeologist best known for his early 20th-century excavations in Egypt and the discovery of the bust of Nefertiti.
-
E.
Hermann Weingärtner
Hermann Weingärtner was a German gymnast who became one of the most successful competitors at the inaugural modern Olympic Games in 1896, winning multiple medals across several events.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69a886139ed081909af0940aa9313512 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa625e4cd0819083825b41196f902d |
completed | March 6, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69be0ffd52188190addb5fa69c45e9d7 |
completed | March 21, 2026, 3:26 a.m. |
| NEDg | Description generation | batch_69be10cce8d0819093c9f1c721142e48 |
completed | March 21, 2026, 3:30 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69be119987bc8190b0b0f75a2c07a60c |
completed | March 21, 2026, 3:33 a.m. |
Created at: March 4, 2026, 7:29 p.m.